Triple
T10486727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Niger |
E247318
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object | Toubou |
E230353
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Toubou | Statement: [Northern Niger, ethnicGroup, Toubou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toubou Context triple: [Northern Niger, ethnicGroup, Toubou]
-
A.
Toubou
Toubou are a traditionally nomadic Saharan ethnic group primarily inhabiting northern Chad, southern Libya, and surrounding regions.
-
B.
Bakairi
Bakairi is an indigenous Cariban language spoken by the Bakairi people of central Brazil.
-
C.
Shenwa Berber
Shenwa Berber is a Northern Berber language variety spoken by the Chenoua people in northern Algeria, known for its distinct phonology and vocabulary within the Zenati subgroup.
-
D.
Toubou people
chosen
The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
-
E.
Galibi
Galibi is a coastal village in northeastern Suriname known for its indigenous communities and important sea turtle nesting beaches.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d381c309b88190af78aa681cf6a4c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5096a4d3481908e9c319f6cdce4f1 |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dc8c73748190b97c78af6cf142d9 |
completed | April 10, 2026, 11:18 a.m. |
Created at: April 6, 2026, 12:23 p.m.